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Cost-sensitive and modular land-cover classification based on posterior probability estimates

International journal of remote sensing, 2009-01, Vol.30 (22), p.5877-5899

2009

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Local estimation of posterior class probabilities to minimize classification errors

IEEE transaction on neural networks and learning systems, 2004-03, Vol.15 (2), p.309-317

2004

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On the Performance of Kernel Methods for Skin Color Segmentation

EURASIP journal on advances in signal processing, 2009-01, Vol.2009 (1), Article 856039

2009

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A fixed-point algorithm to minimax learning with neural networks

IEEE transactions on human-machine systems, 2004-11, Vol.34 (4), p.383-392

2004

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Availability of systems based on satellites with spatial diversity and HAPS

Electronics letters, 2002-03, Vol.38 (6), p.286-288

2002

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Minimax classifiers based on neural networks

Pattern recognition, 2005, Vol.38 (1), p.29-39

2005

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An entropy minimization principle for semi-supervised terrain classification

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101), 2000, Vol.3, p.312-315 vol.3

2000

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Loss functions to combine learning and decision in multiclass problems

Neurocomputing (Amsterdam), 2005-12, Vol.69 (1), p.3-17

2005

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Loss functions to combine learning and decision in multiclass problems

2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat. No.03TH8718), 2003, p.319-328

2003

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On the Performance of Kernel Methods for Skin Color Segmentation

EURASIP journal on advances in signal processing, 2009-06, Vol.2009 (1), p.856039-856039

2009

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Q-Probabilistic Routing in Wireless Sensor Networks

2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information, 2007, p.1-6

2007

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Availability of systems based on satellites with spatial diversity and HAPS

Electronics letters, 2002-03, Vol.38 (6), p.1-1

2002

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Nonparametric Model Comparison and Uncertainty Evaluation for Signal Strength Indoor Location

IEEE transactions on mobile computing, 2009-09, Vol.8 (9), p.1250-1264

2009

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Spectrally adapted mercer kernels for support vector signal interpolation

2011 19th European Signal Processing Conference, 2011, p.961-965

2011

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Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems

IEEE transactions on mobile computing, 2011-07, Vol.10 (7), p.913-926

2011

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Supervised classification of remote sensing images with unknown classes

IEEE International Geoscience and Remote Sensing Symposium, 2002, Vol.6, p.3486-3488 vol.6

2002

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A new method for single-step robust post-processing of flow Color Doppler M-mode images using support vector machines

2006 Computers in Cardiology, 2006, p.525-528

2006

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Cybersecurity Alert Prioritization in a Critical High Power Grid with Latent Spaces

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation

Sensors (Basel, Switzerland), 2020-07, Vol.20 (15), p.4162

2020

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Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome

IEEE access, 2021, Vol.9, p.78607-78620

2021

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Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift

Neurocomputing (Amsterdam), 2011-09, Vol.74 (16), p.2614-2623

2011

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Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-17

2022

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Spectrally adapted Mercer kernels for support vector nonuniform interpolation

Signal processing, 2014-01, Vol.94, p.421-433

2014

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Cost-sensitive learning based on Bregman divergences

Machine learning, 2009-09, Vol.76 (2-3), p.271-285

2009

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Improving Classification under Changes in Class and Within-Class Distributions

Bio-Inspired Systems: Computational and Ambient Intelligence, 2009, p.122-130

2009

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Cost-sensitive and modular land-cover classification based on posterior probability estimates

Local estimation of posterior class probabilities to minimize classification errors

On the Performance of Kernel Methods for Skin Color Segmentation

A fixed-point algorithm to minimax learning with neural networks

Availability of systems based on satellites with spatial diversity and HAPS

Minimax classifiers based on neural networks

An entropy minimization principle for semi-supervised terrain classification

Loss functions to combine learning and decision in multiclass problems

Loss functions to combine learning and decision in multiclass problems

On the Performance of Kernel Methods for Skin Color Segmentation

Q-Probabilistic Routing in Wireless Sensor Networks

Availability of systems based on satellites with spatial diversity and HAPS

Nonparametric Model Comparison and Uncertainty Evaluation for Signal Strength Indoor Location

Spectrally adapted mercer kernels for support vector signal interpolation

Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems

Supervised classification of remote sensing images with unknown classes

A new method for single-step robust post-processing of flow Color Doppler M-mode images using support vector machines

Cybersecurity Alert Prioritization in a Critical High Power Grid with Latent Spaces

Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation

Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome

Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift

Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions

Spectrally adapted Mercer kernels for support vector nonuniform interpolation

Cost-sensitive learning based on Bregman divergences

Improving Classification under Changes in Class and Within-Class Distributions

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